/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:43: UserWarning: DEPRECATED: skimage.measure.compare_psnr has been moved to skimage.metrics.peak_signal_noise_ratio. It will be removed from skimage.measure in version 0.18.
/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:97: UserWarning: DEPRECATED: skimage.measure.compare_psnr has been moved to skimage.metrics.peak_signal_noise_ratio. It will be removed from skimage.measure in version 0.18.
/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:103: UserWarning: DEPRECATED: skimage.measure.compare_psnr has been moved to skimage.metrics.peak_signal_noise_ratio. It will be removed from skimage.measure in version 0.18.
/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:104: UserWarning: DEPRECATED: skimage.measure.compare_psnr has been moved to skimage.metrics.peak_signal_noise_ratio. It will be removed from skimage.measure in version 0.18.

 DRED (NLM) 0001/6000 Loss 0.223373 psnrs: y: 22.04 psnr_noisy: 8.27 net: 7.73 x: 13.00 x-u: 22.04 avg: 13.63

 DRED (NLM) 0010/6000 Loss 0.071327 psnrs: y: 22.04 psnr_noisy: 13.23 net: 13.02 x: 12.73 x-u: 22.04 avg: 14.90

 DRED (NLM) 0050/6000 Loss 0.019186 psnrs: y: 22.04 psnr_noisy: 17.55 net: 18.19 x: 19.65 x-u: 19.60 avg: 18.65

 DRED (NLM) 0100/6000 Loss 0.012685 psnrs: y: 22.04 psnr_noisy: 19.22 net: 20.68 x: 21.57 x-u: 20.41 avg: 21.45

 DRED (NLM) 0250/6000 Loss 0.014230 psnrs: y: 22.04 psnr_noisy: 18.87 net: 19.36 x: 22.45 x-u: 22.95 avg: 23.15

 DRED (NLM) 0500/6000 Loss 0.009209 psnrs: y: 22.04 psnr_noisy: 20.99 net: 24.21 x: 24.61 x-u: 24.27 avg: 24.28

 DRED (NLM) 2000/6000 Loss 0.011188 psnrs: y: 22.04 psnr_noisy: 20.43 net: 22.45 x: 22.60 x-u: 22.57 avg: 22.37

 DRED (NLM) 3500/6000 Loss 0.007841 psnrs: y: 22.04 psnr_noisy: 21.30 net: 24.47 x: 24.66 x-u: 24.65 avg: 24.59

 DRED (NLM) 5000/6000 Loss 0.007817 psnrs: y: 22.04 psnr_noisy: 21.44 net: 25.40 x: 25.27 x-u: 25.04 avg: 25.42

 DRED (NLM) 6000/6000 Loss 0.007076 psnrs: y: 22.04 psnr_noisy: 21.60 net: 25.03 x: 25.29 x-u: 25.45 avg: 25.34

/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:7: UserWarning: DEPRECATED: skimage.measure.compare_psnr has been moved to skimage.metrics.peak_signal_noise_ratio. It will be removed from skimage.measure in version 0.18.
  import sys